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Zhimin Zhang

3 accepted papers

2024

InvariantOODG: Learning Invariant Features of Point Clouds for Out-of-Distribution Generalization

ICASSP 2024accepted

The convenience of 3D sensors has led to an increase in the use of 3D point clouds in various applications. However, the differences in acquisition devices or scenarios lead to divergence in the data distribution of point clouds, which requires good generalization of point cloud representation learn…

Cited by 0SourceScholar
2022

Exploring Label Hierarchy in a Generative Way for Hierarchical Text Classification

COLING 2022main

Hierarchical Text Classification (HTC), which aims to predict text labels organized in hierarchical space, is a significant task lacking in investigation in natural language processing. Existing methods usually encode the entire hierarchical structure and fail to construct a robust label-dependent m…